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5148 Publications
2023 |Published| Conference Paper | IST-REx-ID: 14211 |
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Causal discovery with score matching on additive models with arbitrary noise
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14212 |
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Scalable causal discovery with score matching
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14214 |
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Causal triplet: An open challenge for intervention-centric causal representation learning
Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14217 |
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Relative representations enable zero-shot latent space communication
L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
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L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14222 |
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Unsupervised object learning via common fate
M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14218 |
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Bridging the gap to real-world object-centric learning
M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
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M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14219 |
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Unsupervised semantic segmentation with self-supervised object-centric representations
A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
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A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
2023 |Submitted| Preprint | IST-REx-ID: 14333 |
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Self-compatibility: Evaluating causal discovery without ground truth
P.M. Faller, L.C. Vankadara, A.A. Mastakouri, F. Locatello, D. Janzing, ArXiv (n.d.).
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P.M. Faller, L.C. Vankadara, A.A. Mastakouri, F. Locatello, D. Janzing, ArXiv (n.d.).
2023 |Published| Journal Article | IST-REx-ID: 14277 |
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Interplay between mechanochemical patterning and glassy dynamics in cellular monolayers
D.R. Boocock, T. Hirashima, E.B. Hannezo, PRX Life 1 (2023).
[Published Version]
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D.R. Boocock, T. Hirashima, E.B. Hannezo, PRX Life 1 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14314 |
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Theta oscillations as a substrate for medial prefrontal-hippocampal assembly interactions
M. Nardin, K. Käfer, F. Stella, J.L. Csicsvari, Cell Reports 42 (2023).
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| PubMed | Europe PMC
M. Nardin, K. Käfer, F. Stella, J.L. Csicsvari, Cell Reports 42 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14315 |
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Caspase-mediated nuclear pore complex trimming in cell differentiation and endoplasmic reticulum stress
U.H. Cho, M. Hetzer, ELife 12 (2023).
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| PubMed | Europe PMC
U.H. Cho, M. Hetzer, ELife 12 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14319 |
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Splitting matchings and the Ryser-Brualdi-Stein conjecture for multisets
M. Anastos, D. Fabian, A. Müyesser, T. Szabó, Electronic Journal of Combinatorics 30 (2023).
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| arXiv
M. Anastos, D. Fabian, A. Müyesser, T. Szabó, Electronic Journal of Combinatorics 30 (2023).
2023 |Published| Conference Paper | IST-REx-ID: 14318 |
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Automated tail bound analysis for probabilistic recurrence relations
Y. Sun, H. Fu, K. Chatterjee, A.K. Goharshady, in:, Computer Aided Verification, Springer Nature, 2023, pp. 16–39.
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Y. Sun, H. Fu, K. Chatterjee, A.K. Goharshady, in:, Computer Aided Verification, Springer Nature, 2023, pp. 16–39.
2023 |Published| Conference Paper | IST-REx-ID: 14317 |
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MDPs as distribution transformers: Affine invariant synthesis for safety objectives
S. Akshay, K. Chatterjee, T. Meggendorfer, D. Zikelic, in:, International Conference on Computer Aided Verification, Springer Nature, 2023, pp. 86–112.
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S. Akshay, K. Chatterjee, T. Meggendorfer, D. Zikelic, in:, International Conference on Computer Aided Verification, Springer Nature, 2023, pp. 86–112.
2023 |Published| Journal Article | IST-REx-ID: 14316 |
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Distinct role of TGN-resident clathrin adaptors for Vps21p activation in the TGN-endosome trafficking pathway
M. Nagano, K. Aoshima, H. Shimamura, D.E. Siekhaus, J.Y. Toshima, J. Toshima, Journal of Cell Science 136 (2023).
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M. Nagano, K. Aoshima, H. Shimamura, D.E. Siekhaus, J.Y. Toshima, J. Toshima, Journal of Cell Science 136 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14320 |
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Deep learning extraction of band structure parameters from density of states: A case study on trilayer graphene
P.M. Henderson, A. Ghazaryan, A.A. Zibrov, A.F. Young, M. Serbyn, Physical Review B 108 (2023).
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P.M. Henderson, A. Ghazaryan, A.A. Zibrov, A.F. Young, M. Serbyn, Physical Review B 108 (2023).
2023 |Published| Thesis | IST-REx-ID: 12732 |
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Ergodicity breaking in disordered and kinetically constrained quantum many-body systems
P. Brighi, Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems, Institute of Science and Technology Austria, 2023.
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P. Brighi, Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems, Institute of Science and Technology Austria, 2023.
2023 |Published| Journal Article | IST-REx-ID: 14334 |
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Hilbert space fragmentation and slow dynamics in particle-conserving quantum East models
P. Brighi, M. Ljubotina, M. Serbyn, SciPost Physics 15 (2023).
[Published Version]
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| arXiv
P. Brighi, M. Ljubotina, M. Serbyn, SciPost Physics 15 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14321 |
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Achiral dipoles on a ferromagnet can affect its magnetization direction
R. Al Hyder, A. Cappellaro, M. Lemeshko, A. Volosniev, The Journal of Chemical Physics 159 (2023).
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R. Al Hyder, A. Cappellaro, M. Lemeshko, A. Volosniev, The Journal of Chemical Physics 159 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14342 |
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Mid-infrared Kerr index evaluation via cross-phase modulation with a near-infrared probe beam
D. Lorenc, Z. Alpichshev, Applied Physics Letters 123 (2023).
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| arXiv
D. Lorenc, Z. Alpichshev, Applied Physics Letters 123 (2023).